Dataset Versions

v1

2022-11-27 3:19am

Generated on Nov 27, 2022

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
Choose another format.

Dataset Split

Train Set 92%
1644Images
Valid Set 8%
135Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 320x320

Augmentations

Outputs per training example: 3
Hue: Between -10° and +10°
Saturation: Between -6% and +6%
Brightness: Between -4% and +4%
Exposure: Between -10% and +10%
Blur: Up to 3px